Urban Expansion & LULC Change Analysis of Ahmedabad City (2000–2024)
Independent GIS and Remote Sensing research report analyzing 24 years of urban growth and land-cover transformation in Ahmedabad using ArcGIS Pro and QGIS. Performed multi-temporal LULC classification (Water, Vegetation, Open Land, Built-up, Agriculture) across 2000, 2008, 2015, 2020, and 2024, quantifying ~60.9% built-up expansion via change/transition matrices. Includes terrain analysis (DEM, slope, aspect, hillshade, contour) and full cartographic/statistical outputs.
Web Applications & Spatial Platforms
Ahmedabad NDVI Analysis Using Sentinel-2 & Google Earth Engine
A remote sensing project focused on vegetation analysis of Ahmedabad using Sentinel-2 satellite imagery and Google Earth Engine. The workflow includes defining an Area of Interest, filtering Sentinel-2 Surface Reflectance imagery by date and cloud coverage, generating a cloud-reduced composite, calculating NDVI using Near-Infrared (B8) and Red (B4) bands, visualizing vegetation patterns, calculating mean NDVI, and exporting the final result as a GeoTIFF. The project demonstrates how Google Earth Engine can be used to efficiently process and analyze satellite data for urban environmental and vegetation studies.
LocalIt: At Your Fingertip — Hyperlocal Delivery App
Flutter (Dart) mobile app with a Node.js/MongoDB backend for a hyperlocal delivery and store-digitization platform, built as a 3-member team. Three role-based flows (customer, shop owner, delivery partner) covering digital storefronts, cart/checkout, coupons, and low-stock alerts. Integrated Razorpay payments, Socket.IO real-time order tracking, and Google Maps API for delivery navigation.
Digital Portfolios Platform — makeportfolios.com
No-code, web-based portfolio builder letting users generate a personal portfolio site through an Add Details → Choose Theme → Publish & Share flow. Handled end-to-end product, front-end, and back-end development, including a tiered subscription model (Free, Starter, Pro) with feature gating.
Geoinformatics & WebGIS Specialization Training
Advanced Diploma in Geoinformatics
Offline full-time Advanced Diploma from Khagolam Institute of Geoinformatics (KIG), covering GIS analysis, surveying, remote sensing, photogrammetry, and spatial databases.
Harita Hive — Geospatial Technology Unlocked
7-month online program from Harita Hive across 145 sessions spanning GIS science, spatial programming, spatial databases, Web GIS, and GeoAI.